Overview
Brought to you by YData
Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 144 |
| Missing cells | 104 |
| Missing cells (%) | 2.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 32.8 KiB |
| Average record size in memory | 232.9 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 27 |
AG is highly overall correlated with AI and 25 other fields | High correlation |
AI is highly overall correlated with AG and 25 other fields | High correlation |
AR is highly overall correlated with AG and 25 other fields | High correlation |
BE is highly overall correlated with AG and 25 other fields | High correlation |
BL is highly overall correlated with AG and 25 other fields | High correlation |
BS is highly overall correlated with AG and 25 other fields | High correlation |
CH is highly overall correlated with AG and 25 other fields | High correlation |
FR is highly overall correlated with AG and 25 other fields | High correlation |
GE is highly overall correlated with AG and 25 other fields | High correlation |
GL is highly overall correlated with AG and 25 other fields | High correlation |
GR is highly overall correlated with AG and 25 other fields | High correlation |
LU is highly overall correlated with AG and 25 other fields | High correlation |
NE is highly overall correlated with AG and 25 other fields | High correlation |
NW is highly overall correlated with AG and 25 other fields | High correlation |
OW is highly overall correlated with AG and 25 other fields | High correlation |
Parameter is highly overall correlated with AG and 25 other fields | High correlation |
SG is highly overall correlated with AG and 25 other fields | High correlation |
SH is highly overall correlated with AG and 25 other fields | High correlation |
SO is highly overall correlated with AG and 25 other fields | High correlation |
SZ is highly overall correlated with AG and 25 other fields | High correlation |
TG is highly overall correlated with AG and 25 other fields | High correlation |
TI is highly overall correlated with AG and 25 other fields | High correlation |
UR is highly overall correlated with AG and 25 other fields | High correlation |
VD is highly overall correlated with AG and 25 other fields | High correlation |
VS is highly overall correlated with AG and 25 other fields | High correlation |
ZG is highly overall correlated with AG and 25 other fields | High correlation |
ZH is highly overall correlated with AG and 25 other fields | High correlation |
ZH has 4 (2.8%) missing values | Missing |
BE has 4 (2.8%) missing values | Missing |
LU has 4 (2.8%) missing values | Missing |
UR has 4 (2.8%) missing values | Missing |
SZ has 4 (2.8%) missing values | Missing |
OW has 4 (2.8%) missing values | Missing |
NW has 4 (2.8%) missing values | Missing |
GL has 4 (2.8%) missing values | Missing |
ZG has 4 (2.8%) missing values | Missing |
FR has 4 (2.8%) missing values | Missing |
SO has 4 (2.8%) missing values | Missing |
BS has 4 (2.8%) missing values | Missing |
BL has 4 (2.8%) missing values | Missing |
SH has 4 (2.8%) missing values | Missing |
AR has 4 (2.8%) missing values | Missing |
AI has 4 (2.8%) missing values | Missing |
SG has 4 (2.8%) missing values | Missing |
GR has 4 (2.8%) missing values | Missing |
AG has 4 (2.8%) missing values | Missing |
TG has 4 (2.8%) missing values | Missing |
TI has 4 (2.8%) missing values | Missing |
VD has 4 (2.8%) missing values | Missing |
VS has 4 (2.8%) missing values | Missing |
NE has 4 (2.8%) missing values | Missing |
GE has 4 (2.8%) missing values | Missing |
CH has 4 (2.8%) missing values | Missing |
Month is uniformly distributed | Uniform |
ZH has 25 (17.4%) zeros | Zeros |
BE has 22 (15.3%) zeros | Zeros |
LU has 42 (29.2%) zeros | Zeros |
UR has 61 (42.4%) zeros | Zeros |
SZ has 45 (31.2%) zeros | Zeros |
OW has 60 (41.7%) zeros | Zeros |
NW has 63 (43.8%) zeros | Zeros |
GL has 59 (41.0%) zeros | Zeros |
ZG has 56 (38.9%) zeros | Zeros |
FR has 35 (24.3%) zeros | Zeros |
SO has 46 (31.9%) zeros | Zeros |
BS has 37 (25.7%) zeros | Zeros |
BL has 42 (29.2%) zeros | Zeros |
SH has 55 (38.2%) zeros | Zeros |
AR has 52 (36.1%) zeros | Zeros |
AI has 62 (43.1%) zeros | Zeros |
SG has 33 (22.9%) zeros | Zeros |
GR has 34 (23.6%) zeros | Zeros |
AG has 27 (18.8%) zeros | Zeros |
TG has 49 (34.0%) zeros | Zeros |
TI has 37 (25.7%) zeros | Zeros |
VD has 21 (14.6%) zeros | Zeros |
VS has 34 (23.6%) zeros | Zeros |
NE has 43 (29.9%) zeros | Zeros |
GE has 36 (25.0%) zeros | Zeros |
CH has 5 (3.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-08 09:24:56.879753 |
|---|---|
| Analysis finished | 2025-05-08 09:26:15.426044 |
| Duration | 1 minute and 18.55 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Month
Categorical
Uniform 
| Distinct | 12 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| January | |
|---|---|
| February | |
| March | |
| April | |
| May | |
| Other values (7) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.1666667 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | January |
|---|---|
| 2nd row | February |
| 3rd row | March |
| 4th row | April |
| 5th row | May |
Common Values
| Value | Count | Frequency (%) |
| January | 12 | |
| February | 12 | |
| March | 12 | |
| April | 12 | |
| May | 12 | |
| June | 12 | |
| July | 12 | |
| August | 12 | |
| September | 12 | |
| October | 12 | |
| Other values (2) | 24 |
Length
| Value | Count | Frequency (%) |
| january | 12 | |
| february | 12 | |
| march | 12 | |
| april | 12 | |
| may | 12 | |
| june | 12 | |
| july | 12 | |
| august | 12 | |
| september | 12 | |
| october | 12 | |
| Other values (2) | 24 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 132 | |
| r | 108 | |
| u | 72 | 8.1% |
| a | 60 | 6.8% |
| b | 60 | 6.8% |
| y | 48 | 5.4% |
| J | 36 | 4.1% |
| m | 36 | 4.1% |
| t | 36 | 4.1% |
| c | 36 | 4.1% |
| Other values (16) | 264 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 888 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 132 | |
| r | 108 | |
| u | 72 | 8.1% |
| a | 60 | 6.8% |
| b | 60 | 6.8% |
| y | 48 | 5.4% |
| J | 36 | 4.1% |
| m | 36 | 4.1% |
| t | 36 | 4.1% |
| c | 36 | 4.1% |
| Other values (16) | 264 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 888 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 132 | |
| r | 108 | |
| u | 72 | 8.1% |
| a | 60 | 6.8% |
| b | 60 | 6.8% |
| y | 48 | 5.4% |
| J | 36 | 4.1% |
| m | 36 | 4.1% |
| t | 36 | 4.1% |
| c | 36 | 4.1% |
| Other values (16) | 264 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 888 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 132 | |
| r | 108 | |
| u | 72 | 8.1% |
| a | 60 | 6.8% |
| b | 60 | 6.8% |
| y | 48 | 5.4% |
| J | 36 | 4.1% |
| m | 36 | 4.1% |
| t | 36 | 4.1% |
| c | 36 | 4.1% |
| Other values (16) | 264 |
Year
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1955.5 |
| Minimum | 1953 |
|---|---|
| Maximum | 1958 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1953 |
|---|---|
| 5-th percentile | 1953 |
| Q1 | 1954 |
| median | 1955.5 |
| Q3 | 1957 |
| 95-th percentile | 1958 |
| Maximum | 1958 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7137861 |
|---|---|
| Coefficient of variation (CV) | 0.00087639281 |
| Kurtosis | -1.2708934 |
| Mean | 1955.5 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0 |
| Sum | 281592 |
| Variance | 2.9370629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1953 | 24 | |
| 1954 | 24 | |
| 1955 | 24 | |
| 1956 | 24 | |
| 1957 | 24 | |
| 1958 | 24 |
| Value | Count | Frequency (%) |
| 1953 | 24 | |
| 1954 | 24 | |
| 1955 | 24 | |
| 1956 | 24 | |
| 1957 | 24 | |
| 1958 | 24 |
| Value | Count | Frequency (%) |
| 1958 | 24 | |
| 1957 | 24 | |
| 1956 | 24 | |
| 1955 | 24 | |
| 1954 | 24 | |
| 1953 | 24 |
Parameter
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| Deaths Influenza | |
|---|---|
| Deaths Total | |
| Total deaths |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Deaths Influenza |
|---|---|
| 2nd row | Deaths Influenza |
| 3rd row | Deaths Influenza |
| 4th row | Deaths Influenza |
| 5th row | Deaths Influenza |
Common Values
| Value | Count | Frequency (%) |
| Deaths Influenza | 72 | |
| Deaths Total | 36 | |
| Total deaths | 36 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| deaths | 144 | |
| influenza | 72 | |
| total | 72 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 288 | |
| e | 216 | |
| t | 216 | |
| h | 144 | 7.1% |
| 144 | 7.1% | |
| s | 144 | 7.1% |
| l | 144 | 7.1% |
| n | 144 | 7.1% |
| D | 108 | 5.4% |
| I | 72 | 3.6% |
| Other values (6) | 396 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2016 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 288 | |
| e | 216 | |
| t | 216 | |
| h | 144 | 7.1% |
| 144 | 7.1% | |
| s | 144 | 7.1% |
| l | 144 | 7.1% |
| n | 144 | 7.1% |
| D | 108 | 5.4% |
| I | 72 | 3.6% |
| Other values (6) | 396 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2016 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 288 | |
| e | 216 | |
| t | 216 | |
| h | 144 | 7.1% |
| 144 | 7.1% | |
| s | 144 | 7.1% |
| l | 144 | 7.1% |
| n | 144 | 7.1% |
| D | 108 | 5.4% |
| I | 72 | 3.6% |
| Other values (6) | 396 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2016 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 288 | |
| e | 216 | |
| t | 216 | |
| h | 144 | 7.1% |
| 144 | 7.1% | |
| s | 144 | 7.1% |
| l | 144 | 7.1% |
| n | 144 | 7.1% |
| D | 108 | 5.4% |
| I | 72 | 3.6% |
| Other values (6) | 396 |
ZH
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 78 |
|---|---|
| Distinct (%) | 55.7% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 332.04286 |
| Minimum | 0 |
|---|---|
| Maximum | 938 |
| Zeros | 25 |
| Zeros (%) | 17.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 73.5 |
| Q3 | 660.5 |
| 95-th percentile | 774.05 |
| Maximum | 938 |
| Range | 938 |
| Interquartile range (IQR) | 658.5 |
Descriptive statistics
| Standard deviation | 337.51887 |
|---|---|
| Coefficient of variation (CV) | 1.0164919 |
| Kurtosis | -1.8814434 |
| Mean | 332.04286 |
| Median Absolute Deviation (MAD) | 73.5 |
| Skewness | 0.13594157 |
| Sum | 46486 |
| Variance | 113918.99 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25 | 17.4% |
| 1 | 9 | 6.2% |
| 3 | 7 | 4.9% |
| 2 | 6 | 4.2% |
| 6 | 5 | 3.5% |
| 7 | 4 | 2.8% |
| 691 | 4 | 2.8% |
| 707 | 2 | 1.4% |
| 630 | 2 | 1.4% |
| 633 | 2 | 1.4% |
| Other values (68) | 74 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 25 | |
| 1 | 9 | 6.2% |
| 2 | 6 | 4.2% |
| 3 | 7 | 4.9% |
| 4 | 1 | 0.7% |
| 6 | 5 | 3.5% |
| 7 | 4 | 2.8% |
| 9 | 2 | 1.4% |
| 12 | 1 | 0.7% |
| 19 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 938 | 1 | |
| 852 | 1 | |
| 836 | 1 | |
| 813 | 1 | |
| 780 | 1 | |
| 776 | 1 | |
| 775 | 1 | |
| 774 | 1 | |
| 772 | 2 | |
| 766 | 1 |
BE
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 90 |
|---|---|
| Distinct (%) | 64.3% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 344.89286 |
| Minimum | 0 |
|---|---|
| Maximum | 1126 |
| Zeros | 22 |
| Zeros (%) | 15.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 83.5 |
| Q3 | 677 |
| 95-th percentile | 808.45 |
| Maximum | 1126 |
| Range | 1126 |
| Interquartile range (IQR) | 675 |
Descriptive statistics
| Standard deviation | 350.23921 |
|---|---|
| Coefficient of variation (CV) | 1.0155015 |
| Kurtosis | -1.7302029 |
| Mean | 344.89286 |
| Median Absolute Deviation (MAD) | 83.5 |
| Skewness | 0.19468862 |
| Sum | 48285 |
| Variance | 122667.51 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22 | 15.3% |
| 1 | 8 | 5.6% |
| 2 | 7 | 4.9% |
| 3 | 4 | 2.8% |
| 6 | 4 | 2.8% |
| 4 | 3 | 2.1% |
| 5 | 2 | 1.4% |
| 13 | 2 | 1.4% |
| 770 | 2 | 1.4% |
| 14 | 2 | 1.4% |
| Other values (80) | 84 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 1 | 8 | 5.6% |
| 2 | 7 | 4.9% |
| 3 | 4 | 2.8% |
| 4 | 3 | 2.1% |
| 5 | 2 | 1.4% |
| 6 | 4 | 2.8% |
| 8 | 1 | 0.7% |
| 9 | 1 | 0.7% |
| 10 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 1126 | 1 | |
| 978 | 1 | |
| 927 | 1 | |
| 915 | 1 | |
| 838 | 1 | |
| 827 | 1 | |
| 817 | 1 | |
| 808 | 2 | |
| 799 | 1 | |
| 792 | 1 |
LU
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 65 |
|---|---|
| Distinct (%) | 46.4% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.285714 |
| Minimum | 0 |
|---|---|
| Maximum | 308 |
| Zeros | 42 |
| Zeros (%) | 29.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 23.5 |
| Q3 | 180.25 |
| 95-th percentile | 217.05 |
| Maximum | 308 |
| Range | 308 |
| Interquartile range (IQR) | 180.25 |
Descriptive statistics
| Standard deviation | 93.757861 |
|---|---|
| Coefficient of variation (CV) | 1.0270814 |
| Kurtosis | -1.7244798 |
| Mean | 91.285714 |
| Median Absolute Deviation (MAD) | 23.5 |
| Skewness | 0.19950729 |
| Sum | 12780 |
| Variance | 8790.5365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 13 | 9.0% |
| 177 | 4 | 2.8% |
| 2 | 4 | 2.8% |
| 201 | 2 | 1.4% |
| 8 | 2 | 1.4% |
| 160 | 2 | 1.4% |
| 185 | 2 | 1.4% |
| 4 | 2 | 1.4% |
| 190 | 2 | 1.4% |
| Other values (55) | 65 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 13 | 9.0% |
| 2 | 4 | 2.8% |
| 3 | 2 | 1.4% |
| 4 | 2 | 1.4% |
| 8 | 2 | 1.4% |
| 9 | 1 | 0.7% |
| 14 | 1 | 0.7% |
| 16 | 1 | 0.7% |
| 17 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 308 | 1 | |
| 259 | 1 | |
| 239 | 1 | |
| 236 | 1 | |
| 222 | 1 | |
| 220 | 1 | |
| 218 | 1 | |
| 217 | 1 | |
| 216 | 1 | |
| 212 | 1 |
UR
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 28 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.685714 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 61 |
| Zeros (%) | 42.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.5 |
| Q3 | 21 |
| 95-th percentile | 29 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 11.456572 |
|---|---|
| Coefficient of variation (CV) | 1.072139 |
| Kurtosis | -1.502564 |
| Mean | 10.685714 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0.37399456 |
| Sum | 1496 |
| Variance | 131.25303 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 1 | 8 | 5.6% |
| 25 | 8 | 5.6% |
| 21 | 6 | 4.2% |
| 15 | 5 | 3.5% |
| 19 | 5 | 3.5% |
| 26 | 5 | 3.5% |
| 20 | 5 | 3.5% |
| 17 | 4 | 2.8% |
| 18 | 3 | 2.1% |
| Other values (18) | 30 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 1 | 8 | 5.6% |
| 2 | 1 | 0.7% |
| 3 | 1 | 0.7% |
| 4 | 1 | 0.7% |
| 8 | 1 | 0.7% |
| 11 | 1 | 0.7% |
| 13 | 1 | 0.7% |
| 14 | 2 | 1.4% |
| 15 | 5 | 3.5% |
| Value | Count | Frequency (%) |
| 34 | 1 | 0.7% |
| 33 | 2 | 1.4% |
| 32 | 1 | 0.7% |
| 31 | 1 | 0.7% |
| 29 | 3 | 2.1% |
| 28 | 1 | 0.7% |
| 27 | 2 | 1.4% |
| 26 | 5 | |
| 25 | 8 | |
| 24 | 3 | 2.1% |
SZ
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 42 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.842857 |
| Minimum | 0 |
|---|---|
| Maximum | 103 |
| Zeros | 45 |
| Zeros (%) | 31.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 64 |
| 95-th percentile | 78.2 |
| Maximum | 103 |
| Range | 103 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 32.846114 |
|---|---|
| Coefficient of variation (CV) | 1.0315065 |
| Kurtosis | -1.68229 |
| Mean | 31.842857 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.24296631 |
| Sum | 4458 |
| Variance | 1078.8672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45 | |
| 1 | 15 | 10.4% |
| 73 | 5 | 3.5% |
| 62 | 4 | 2.8% |
| 64 | 4 | 2.8% |
| 56 | 4 | 2.8% |
| 66 | 4 | 2.8% |
| 2 | 3 | 2.1% |
| 71 | 3 | 2.1% |
| 5 | 3 | 2.1% |
| Other values (32) | 50 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 45 | |
| 1 | 15 | 10.4% |
| 2 | 3 | 2.1% |
| 3 | 1 | 0.7% |
| 4 | 2 | 1.4% |
| 5 | 3 | 2.1% |
| 7 | 1 | 0.7% |
| 9 | 1 | 0.7% |
| 13 | 1 | 0.7% |
| 42 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 103 | 1 | 0.7% |
| 90 | 1 | 0.7% |
| 87 | 1 | 0.7% |
| 86 | 1 | 0.7% |
| 82 | 3 | |
| 78 | 1 | 0.7% |
| 77 | 1 | 0.7% |
| 76 | 1 | 0.7% |
| 74 | 2 | 1.4% |
| 73 | 5 |
OW
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 23 |
|---|---|
| Distinct (%) | 16.4% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8642857 |
| Minimum | 0 |
|---|---|
| Maximum | 35 |
| Zeros | 60 |
| Zeros (%) | 41.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.5 |
| Q3 | 17 |
| 95-th percentile | 25 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 9.6180366 |
|---|---|
| Coefficient of variation (CV) | 1.0850323 |
| Kurtosis | -1.1147643 |
| Mean | 8.8642857 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0.50908534 |
| Sum | 1241 |
| Variance | 92.506629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 1 | 8 | 5.6% |
| 13 | 7 | 4.9% |
| 14 | 6 | 4.2% |
| 15 | 5 | 3.5% |
| 23 | 5 | 3.5% |
| 19 | 5 | 3.5% |
| 16 | 5 | 3.5% |
| 25 | 5 | 3.5% |
| 11 | 4 | 2.8% |
| Other values (13) | 30 |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 1 | 8 | 5.6% |
| 2 | 2 | 1.4% |
| 3 | 2 | 1.4% |
| 10 | 1 | 0.7% |
| 11 | 4 | 2.8% |
| 12 | 4 | 2.8% |
| 13 | 7 | 4.9% |
| 14 | 6 | 4.2% |
| 15 | 5 | 3.5% |
| Value | Count | Frequency (%) |
| 35 | 1 | 0.7% |
| 32 | 1 | 0.7% |
| 26 | 1 | 0.7% |
| 25 | 5 | |
| 24 | 2 | 1.4% |
| 23 | 5 | |
| 22 | 3 | |
| 21 | 3 | |
| 20 | 4 | |
| 19 | 5 |
NW
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 23 |
|---|---|
| Distinct (%) | 16.4% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2428571 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 63 |
| Zeros (%) | 43.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 14 |
| 95-th percentile | 20 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 7.9357777 |
|---|---|
| Coefficient of variation (CV) | 1.0956695 |
| Kurtosis | -1.1469224 |
| Mean | 7.2428571 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.51788362 |
| Sum | 1014 |
| Variance | 62.976567 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 63 | |
| 15 | 7 | 4.9% |
| 14 | 7 | 4.9% |
| 13 | 7 | 4.9% |
| 19 | 6 | 4.2% |
| 1 | 6 | 4.2% |
| 9 | 5 | 3.5% |
| 16 | 5 | 3.5% |
| 10 | 4 | 2.8% |
| 11 | 4 | 2.8% |
| Other values (13) | 26 |
| Value | Count | Frequency (%) |
| 0 | 63 | |
| 1 | 6 | 4.2% |
| 2 | 3 | 2.1% |
| 7 | 1 | 0.7% |
| 8 | 3 | 2.1% |
| 9 | 5 | 3.5% |
| 10 | 4 | 2.8% |
| 11 | 4 | 2.8% |
| 12 | 4 | 2.8% |
| 13 | 7 | 4.9% |
| Value | Count | Frequency (%) |
| 27 | 1 | 0.7% |
| 26 | 1 | 0.7% |
| 24 | 1 | 0.7% |
| 23 | 1 | 0.7% |
| 22 | 1 | 0.7% |
| 21 | 1 | 0.7% |
| 20 | 2 | 1.4% |
| 19 | 6 | |
| 18 | 4 | |
| 17 | 3 |
GL
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 34 |
|---|---|
| Distinct (%) | 24.3% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.564286 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 59 |
| Zeros (%) | 41.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 31.25 |
| 95-th percentile | 44 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 31.25 |
Descriptive statistics
| Standard deviation | 17.425364 |
|---|---|
| Coefficient of variation (CV) | 1.051984 |
| Kurtosis | -1.6252534 |
| Mean | 16.564286 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.30342601 |
| Sum | 2319 |
| Variance | 303.64332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 59 | |
| 31 | 8 | 5.6% |
| 28 | 5 | 3.5% |
| 40 | 4 | 2.8% |
| 2 | 4 | 2.8% |
| 1 | 4 | 2.8% |
| 29 | 4 | 2.8% |
| 44 | 4 | 2.8% |
| 30 | 4 | 2.8% |
| 34 | 4 | 2.8% |
| Other values (24) | 40 |
| Value | Count | Frequency (%) |
| 0 | 59 | |
| 1 | 4 | 2.8% |
| 2 | 4 | 2.8% |
| 3 | 2 | 1.4% |
| 4 | 2 | 1.4% |
| 6 | 1 | 0.7% |
| 19 | 1 | 0.7% |
| 20 | 1 | 0.7% |
| 22 | 2 | 1.4% |
| 23 | 2 | 1.4% |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.7% |
| 47 | 1 | 0.7% |
| 46 | 2 | |
| 45 | 1 | 0.7% |
| 44 | 4 | |
| 43 | 2 | |
| 42 | 1 | 0.7% |
| 41 | 3 | |
| 40 | 4 | |
| 39 | 1 | 0.7% |
ZG
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 33 |
|---|---|
| Distinct (%) | 23.6% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.9 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 56 |
| Zeros (%) | 38.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6.5 |
| Q3 | 33 |
| 95-th percentile | 43 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 17.532826 |
|---|---|
| Coefficient of variation (CV) | 1.0374453 |
| Kurtosis | -1.6302947 |
| Mean | 16.9 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | 0.27597056 |
| Sum | 2366 |
| Variance | 307.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 56 | |
| 1 | 8 | 5.6% |
| 32 | 5 | 3.5% |
| 28 | 5 | 3.5% |
| 41 | 4 | 2.8% |
| 31 | 4 | 2.8% |
| 29 | 4 | 2.8% |
| 34 | 4 | 2.8% |
| 33 | 4 | 2.8% |
| 27 | 4 | 2.8% |
| Other values (23) | 42 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 56 | |
| 1 | 8 | 5.6% |
| 2 | 2 | 1.4% |
| 3 | 1 | 0.7% |
| 4 | 2 | 1.4% |
| 6 | 1 | 0.7% |
| 7 | 2 | 1.4% |
| 22 | 1 | 0.7% |
| 23 | 1 | 0.7% |
| 24 | 2 | 1.4% |
| Value | Count | Frequency (%) |
| 55 | 1 | 0.7% |
| 47 | 1 | 0.7% |
| 46 | 1 | 0.7% |
| 44 | 3 | |
| 43 | 3 | |
| 42 | 2 | |
| 41 | 4 | |
| 40 | 3 | |
| 39 | 2 | |
| 38 | 2 |
FR
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 56 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.507143 |
| Minimum | 0 |
|---|---|
| Maximum | 193 |
| Zeros | 35 |
| Zeros (%) | 24.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.75 |
| median | 17.5 |
| Q3 | 127 |
| 95-th percentile | 160.2 |
| Maximum | 193 |
| Range | 193 |
| Interquartile range (IQR) | 126.25 |
Descriptive statistics
| Standard deviation | 66.780807 |
|---|---|
| Coefficient of variation (CV) | 1.0194431 |
| Kurtosis | -1.7684443 |
| Mean | 65.507143 |
| Median Absolute Deviation (MAD) | 17.5 |
| Skewness | 0.19041341 |
| Sum | 9171 |
| Variance | 4459.6762 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 16 | 11.1% |
| 2 | 8 | 5.6% |
| 3 | 4 | 2.8% |
| 118 | 4 | 2.8% |
| 128 | 4 | 2.8% |
| 127 | 4 | 2.8% |
| 122 | 4 | 2.8% |
| 123 | 3 | 2.1% |
| 145 | 3 | 2.1% |
| Other values (46) | 55 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 16 | |
| 2 | 8 | 5.6% |
| 3 | 4 | 2.8% |
| 4 | 1 | 0.7% |
| 10 | 1 | 0.7% |
| 11 | 1 | 0.7% |
| 13 | 1 | 0.7% |
| 14 | 1 | 0.7% |
| 15 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 193 | 1 | |
| 182 | 1 | |
| 177 | 1 | |
| 172 | 1 | |
| 171 | 1 | |
| 168 | 1 | |
| 164 | 1 | |
| 160 | 1 | |
| 159 | 1 | |
| 157 | 1 |
SO
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 54 |
|---|---|
| Distinct (%) | 38.6% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.892857 |
| Minimum | 0 |
|---|---|
| Maximum | 195 |
| Zeros | 46 |
| Zeros (%) | 31.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 21.5 |
| Q3 | 128.75 |
| 95-th percentile | 157 |
| Maximum | 195 |
| Range | 195 |
| Interquartile range (IQR) | 128.75 |
Descriptive statistics
| Standard deviation | 66.942657 |
|---|---|
| Coefficient of variation (CV) | 1.0159319 |
| Kurtosis | -1.7798912 |
| Mean | 65.892857 |
| Median Absolute Deviation (MAD) | 21.5 |
| Skewness | 0.18722938 |
| Sum | 9225 |
| Variance | 4481.3194 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 2 | 5 | 3.5% |
| 124 | 5 | 3.5% |
| 127 | 4 | 2.8% |
| 1 | 4 | 2.8% |
| 3 | 3 | 2.1% |
| 140 | 3 | 2.1% |
| 151 | 3 | 2.1% |
| 128 | 3 | 2.1% |
| 106 | 3 | 2.1% |
| Other values (44) | 61 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 4 | 2.8% |
| 2 | 5 | 3.5% |
| 3 | 3 | 2.1% |
| 4 | 2 | 1.4% |
| 5 | 2 | 1.4% |
| 6 | 1 | 0.7% |
| 10 | 2 | 1.4% |
| 11 | 1 | 0.7% |
| 12 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 195 | 1 | 0.7% |
| 185 | 1 | 0.7% |
| 178 | 1 | 0.7% |
| 165 | 1 | 0.7% |
| 161 | 1 | 0.7% |
| 160 | 1 | 0.7% |
| 157 | 2 | |
| 156 | 1 | 0.7% |
| 151 | 3 | |
| 149 | 1 | 0.7% |
BS
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 61 |
|---|---|
| Distinct (%) | 43.6% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.214286 |
| Minimum | 0 |
|---|---|
| Maximum | 243 |
| Zeros | 37 |
| Zeros (%) | 25.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 18 |
| Q3 | 171.25 |
| 95-th percentile | 214.3 |
| Maximum | 243 |
| Range | 243 |
| Interquartile range (IQR) | 171.25 |
Descriptive statistics
| Standard deviation | 90.515533 |
|---|---|
| Coefficient of variation (CV) | 1.026087 |
| Kurtosis | -1.8416597 |
| Mean | 88.214286 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.16220913 |
| Sum | 12350 |
| Variance | 8193.0617 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 14 | 9.7% |
| 2 | 8 | 5.6% |
| 163 | 5 | 3.5% |
| 182 | 4 | 2.8% |
| 168 | 3 | 2.1% |
| 4 | 3 | 2.1% |
| 184 | 3 | 2.1% |
| 203 | 2 | 1.4% |
| 152 | 2 | 1.4% |
| Other values (51) | 59 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 14 | 9.7% |
| 2 | 8 | 5.6% |
| 3 | 1 | 0.7% |
| 4 | 3 | 2.1% |
| 5 | 1 | 0.7% |
| 6 | 2 | 1.4% |
| 8 | 1 | 0.7% |
| 9 | 1 | 0.7% |
| 15 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 243 | 1 | |
| 233 | 1 | |
| 228 | 1 | |
| 226 | 1 | |
| 223 | 1 | |
| 221 | 1 | |
| 220 | 1 | |
| 214 | 1 | |
| 213 | 1 | |
| 210 | 1 |
BL
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 51 |
|---|---|
| Distinct (%) | 36.4% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.257143 |
| Minimum | 0 |
|---|---|
| Maximum | 144 |
| Zeros | 42 |
| Zeros (%) | 29.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 15 |
| Q3 | 87 |
| 95-th percentile | 114.05 |
| Maximum | 144 |
| Range | 144 |
| Interquartile range (IQR) | 87 |
Descriptive statistics
| Standard deviation | 45.749454 |
|---|---|
| Coefficient of variation (CV) | 1.0337191 |
| Kurtosis | -1.5781567 |
| Mean | 44.257143 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.28947229 |
| Sum | 6196 |
| Variance | 2093.0125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 15 | 10.4% |
| 78 | 5 | 3.5% |
| 4 | 4 | 2.8% |
| 76 | 4 | 2.8% |
| 5 | 3 | 2.1% |
| 83 | 3 | 2.1% |
| 81 | 3 | 2.1% |
| 95 | 3 | 2.1% |
| 94 | 3 | 2.1% |
| Other values (41) | 55 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 15 | 10.4% |
| 2 | 2 | 1.4% |
| 4 | 4 | 2.8% |
| 5 | 3 | 2.1% |
| 7 | 1 | 0.7% |
| 9 | 2 | 1.4% |
| 12 | 1 | 0.7% |
| 18 | 1 | 0.7% |
| 20 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 144 | 1 | |
| 133 | 1 | |
| 130 | 1 | |
| 127 | 1 | |
| 122 | 1 | |
| 117 | 1 | |
| 115 | 1 | |
| 114 | 1 | |
| 107 | 1 | |
| 106 | 1 |
SH
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 44 |
|---|---|
| Distinct (%) | 31.4% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.592857 |
| Minimum | 0 |
|---|---|
| Maximum | 81 |
| Zeros | 55 |
| Zeros (%) | 38.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 9.5 |
| Q3 | 49 |
| 95-th percentile | 68.15 |
| Maximum | 81 |
| Range | 81 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 26.838418 |
|---|---|
| Coefficient of variation (CV) | 1.0486683 |
| Kurtosis | -1.503044 |
| Mean | 25.592857 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | 0.33443135 |
| Sum | 3583 |
| Variance | 720.30067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 55 | |
| 1 | 7 | 4.9% |
| 49 | 4 | 2.8% |
| 53 | 4 | 2.8% |
| 41 | 4 | 2.8% |
| 46 | 4 | 2.8% |
| 37 | 4 | 2.8% |
| 47 | 4 | 2.8% |
| 40 | 3 | 2.1% |
| 59 | 3 | 2.1% |
| Other values (34) | 48 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 55 | |
| 1 | 7 | 4.9% |
| 2 | 3 | 2.1% |
| 3 | 2 | 1.4% |
| 5 | 1 | 0.7% |
| 6 | 1 | 0.7% |
| 8 | 1 | 0.7% |
| 11 | 1 | 0.7% |
| 13 | 1 | 0.7% |
| 33 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 81 | 1 | 0.7% |
| 79 | 1 | 0.7% |
| 77 | 1 | 0.7% |
| 76 | 1 | 0.7% |
| 73 | 1 | 0.7% |
| 72 | 1 | 0.7% |
| 71 | 1 | 0.7% |
| 68 | 1 | 0.7% |
| 64 | 3 | |
| 63 | 1 | 0.7% |
AR
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 39 |
|---|---|
| Distinct (%) | 27.9% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.814286 |
| Minimum | 0 |
|---|---|
| Maximum | 93 |
| Zeros | 52 |
| Zeros (%) | 36.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7 |
| Q3 | 53.25 |
| 95-th percentile | 67 |
| Maximum | 93 |
| Range | 93 |
| Interquartile range (IQR) | 53.25 |
Descriptive statistics
| Standard deviation | 27.708292 |
|---|---|
| Coefficient of variation (CV) | 1.0333407 |
| Kurtosis | -1.6192424 |
| Mean | 26.814286 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.26134059 |
| Sum | 3754 |
| Variance | 767.74943 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 7 | 4.9% |
| 45 | 6 | 4.2% |
| 57 | 6 | 4.2% |
| 56 | 4 | 2.8% |
| 43 | 4 | 2.8% |
| 3 | 4 | 2.8% |
| 55 | 3 | 2.1% |
| 50 | 3 | 2.1% |
| 59 | 3 | 2.1% |
| Other values (29) | 48 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 7 | 4.9% |
| 2 | 2 | 1.4% |
| 3 | 4 | 2.8% |
| 4 | 3 | 2.1% |
| 5 | 1 | 0.7% |
| 7 | 2 | 1.4% |
| 10 | 1 | 0.7% |
| 39 | 2 | 1.4% |
| 41 | 2 | 1.4% |
| Value | Count | Frequency (%) |
| 93 | 1 | 0.7% |
| 75 | 1 | 0.7% |
| 74 | 1 | 0.7% |
| 71 | 1 | 0.7% |
| 70 | 1 | 0.7% |
| 67 | 3 | |
| 66 | 1 | 0.7% |
| 65 | 1 | 0.7% |
| 64 | 1 | 0.7% |
| 63 | 1 | 0.7% |
AI
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 20 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5857143 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 62 |
| Zeros (%) | 43.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 12 |
| 95-th percentile | 18.05 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.0343307 |
|---|---|
| Coefficient of variation (CV) | 1.0681196 |
| Kurtosis | -1.261573 |
| Mean | 6.5857143 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.4430689 |
| Sum | 922 |
| Variance | 49.481809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 12 | 13 | 9.0% |
| 16 | 11 | 7.6% |
| 11 | 7 | 4.9% |
| 1 | 6 | 4.2% |
| 10 | 6 | 4.2% |
| 9 | 6 | 4.2% |
| 13 | 6 | 4.2% |
| 15 | 5 | 3.5% |
| 2 | 3 | 2.1% |
| Other values (10) | 15 | 10.4% |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 1 | 6 | 4.2% |
| 2 | 3 | 2.1% |
| 6 | 2 | 1.4% |
| 7 | 1 | 0.7% |
| 8 | 1 | 0.7% |
| 9 | 6 | 4.2% |
| 10 | 6 | 4.2% |
| 11 | 7 | 4.9% |
| 12 | 13 | 9.0% |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.7% |
| 22 | 1 | 0.7% |
| 20 | 3 | 2.1% |
| 19 | 2 | 1.4% |
| 18 | 1 | 0.7% |
| 17 | 1 | 0.7% |
| 16 | 11 | |
| 15 | 5 | |
| 14 | 2 | 1.4% |
| 13 | 6 |
SG
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 70 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.00714 |
| Minimum | 0 |
|---|---|
| Maximum | 416 |
| Zeros | 33 |
| Zeros (%) | 22.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 30.5 |
| Q3 | 273 |
| 95-th percentile | 333.15 |
| Maximum | 416 |
| Range | 416 |
| Interquartile range (IQR) | 272 |
Descriptive statistics
| Standard deviation | 142.35858 |
|---|---|
| Coefficient of variation (CV) | 1.0241098 |
| Kurtosis | -1.7924875 |
| Mean | 139.00714 |
| Median Absolute Deviation (MAD) | 30.5 |
| Skewness | 0.18130392 |
| Sum | 19461 |
| Variance | 20265.964 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 9 | 6.2% |
| 2 | 9 | 6.2% |
| 242 | 3 | 2.1% |
| 5 | 3 | 2.1% |
| 308 | 3 | 2.1% |
| 261 | 3 | 2.1% |
| 4 | 2 | 1.4% |
| 21 | 2 | 1.4% |
| 6 | 2 | 1.4% |
| Other values (60) | 71 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 9 | 6.2% |
| 2 | 9 | 6.2% |
| 3 | 2 | 1.4% |
| 4 | 2 | 1.4% |
| 5 | 3 | 2.1% |
| 6 | 2 | 1.4% |
| 7 | 1 | 0.7% |
| 10 | 2 | 1.4% |
| 11 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 416 | 1 | |
| 395 | 1 | |
| 384 | 1 | |
| 342 | 1 | |
| 341 | 1 | |
| 340 | 1 | |
| 336 | 1 | |
| 333 | 1 | |
| 323 | 1 | |
| 322 | 1 |
GR
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 55 |
|---|---|
| Distinct (%) | 39.3% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.8 |
| Minimum | 0 |
|---|---|
| Maximum | 170 |
| Zeros | 34 |
| Zeros (%) | 23.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 23 |
| Q3 | 119.5 |
| 95-th percentile | 144.1 |
| Maximum | 170 |
| Range | 170 |
| Interquartile range (IQR) | 118.5 |
Descriptive statistics
| Standard deviation | 61.157798 |
|---|---|
| Coefficient of variation (CV) | 1.0058848 |
| Kurtosis | -1.8080281 |
| Mean | 60.8 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.17114824 |
| Sum | 8512 |
| Variance | 3740.2763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 14 | 9.7% |
| 2 | 6 | 4.2% |
| 111 | 4 | 2.8% |
| 117 | 4 | 2.8% |
| 122 | 4 | 2.8% |
| 5 | 3 | 2.1% |
| 107 | 3 | 2.1% |
| 121 | 3 | 2.1% |
| 139 | 3 | 2.1% |
| Other values (45) | 62 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 14 | |
| 2 | 6 | 4.2% |
| 3 | 1 | 0.7% |
| 4 | 3 | 2.1% |
| 5 | 3 | 2.1% |
| 6 | 3 | 2.1% |
| 7 | 1 | 0.7% |
| 9 | 1 | 0.7% |
| 13 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 170 | 1 | |
| 162 | 1 | |
| 156 | 1 | |
| 155 | 2 | |
| 152 | 1 | |
| 146 | 1 | |
| 144 | 1 | |
| 142 | 1 | |
| 141 | 1 | |
| 140 | 1 |
AG
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 70 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.26429 |
| Minimum | 0 |
|---|---|
| Maximum | 416 |
| Zeros | 27 |
| Zeros (%) | 18.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 44 |
| Q3 | 243.25 |
| 95-th percentile | 302.15 |
| Maximum | 416 |
| Range | 416 |
| Interquartile range (IQR) | 242.25 |
Descriptive statistics
| Standard deviation | 125.78557 |
|---|---|
| Coefficient of variation (CV) | 1.0041614 |
| Kurtosis | -1.7075923 |
| Mean | 125.26429 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 0.19838037 |
| Sum | 17537 |
| Variance | 15822.009 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27 | 18.8% |
| 1 | 12 | 8.3% |
| 3 | 7 | 4.9% |
| 2 | 6 | 4.2% |
| 228 | 5 | 3.5% |
| 4 | 4 | 2.8% |
| 206 | 3 | 2.1% |
| 272 | 3 | 2.1% |
| 246 | 2 | 1.4% |
| 5 | 2 | 1.4% |
| Other values (60) | 69 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 1 | 12 | |
| 2 | 6 | 4.2% |
| 3 | 7 | 4.9% |
| 4 | 4 | 2.8% |
| 5 | 2 | 1.4% |
| 6 | 2 | 1.4% |
| 9 | 1 | 0.7% |
| 12 | 1 | 0.7% |
| 26 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 416 | 1 | |
| 327 | 1 | |
| 324 | 1 | |
| 320 | 1 | |
| 308 | 1 | |
| 306 | 1 | |
| 305 | 1 | |
| 302 | 1 | |
| 295 | 1 | |
| 292 | 1 |
TG
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 53 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.228571 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 49 |
| Zeros (%) | 34.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13 |
| Q3 | 129 |
| 95-th percentile | 158.15 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 129 |
Descriptive statistics
| Standard deviation | 67.312259 |
|---|---|
| Coefficient of variation (CV) | 1.0319444 |
| Kurtosis | -1.7767177 |
| Mean | 65.228571 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.19517215 |
| Sum | 9132 |
| Variance | 4530.9402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 2 | 6 | 4.2% |
| 130 | 5 | 3.5% |
| 6 | 4 | 2.8% |
| 1 | 4 | 2.8% |
| 127 | 4 | 2.8% |
| 3 | 3 | 2.1% |
| 121 | 3 | 2.1% |
| 4 | 3 | 2.1% |
| 110 | 3 | 2.1% |
| Other values (43) | 56 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 1 | 4 | 2.8% |
| 2 | 6 | 4.2% |
| 3 | 3 | 2.1% |
| 4 | 3 | 2.1% |
| 6 | 4 | 2.8% |
| 11 | 1 | 0.7% |
| 15 | 1 | 0.7% |
| 28 | 1 | 0.7% |
| 86 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 199 | 1 | 0.7% |
| 181 | 1 | 0.7% |
| 171 | 1 | 0.7% |
| 168 | 1 | 0.7% |
| 166 | 1 | 0.7% |
| 164 | 1 | 0.7% |
| 161 | 1 | 0.7% |
| 158 | 1 | 0.7% |
| 157 | 1 | 0.7% |
| 154 | 3 |
TI
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 56 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.371429 |
| Minimum | 0 |
|---|---|
| Maximum | 260 |
| Zeros | 37 |
| Zeros (%) | 25.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 19 |
| Q3 | 165.25 |
| 95-th percentile | 205.1 |
| Maximum | 260 |
| Range | 260 |
| Interquartile range (IQR) | 165.25 |
Descriptive statistics
| Standard deviation | 86.210662 |
|---|---|
| Coefficient of variation (CV) | 1.0217992 |
| Kurtosis | -1.6996947 |
| Mean | 84.371429 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 0.21820802 |
| Sum | 11812 |
| Variance | 7432.2783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 10 | 6.9% |
| 2 | 6 | 4.2% |
| 4 | 4 | 2.8% |
| 3 | 4 | 2.8% |
| 156 | 4 | 2.8% |
| 172 | 4 | 2.8% |
| 16 | 3 | 2.1% |
| 166 | 3 | 2.1% |
| 182 | 3 | 2.1% |
| Other values (46) | 62 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 10 | 6.9% |
| 2 | 6 | 4.2% |
| 3 | 4 | 2.8% |
| 4 | 4 | 2.8% |
| 5 | 1 | 0.7% |
| 7 | 1 | 0.7% |
| 9 | 1 | 0.7% |
| 14 | 1 | 0.7% |
| 15 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 260 | 1 | |
| 248 | 1 | |
| 245 | 1 | |
| 239 | 1 | |
| 215 | 1 | |
| 207 | 2 | |
| 205 | 2 | |
| 196 | 1 | |
| 195 | 1 | |
| 191 | 2 |
VD
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 71 |
|---|---|
| Distinct (%) | 50.7% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.42857 |
| Minimum | 0 |
|---|---|
| Maximum | 577 |
| Zeros | 21 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 47 |
| Q3 | 353 |
| 95-th percentile | 419.35 |
| Maximum | 577 |
| Range | 577 |
| Interquartile range (IQR) | 352 |
Descriptive statistics
| Standard deviation | 182.39423 |
|---|---|
| Coefficient of variation (CV) | 1.0165284 |
| Kurtosis | -1.765259 |
| Mean | 179.42857 |
| Median Absolute Deviation (MAD) | 47 |
| Skewness | 0.18190829 |
| Sum | 25120 |
| Variance | 33267.657 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21 | 14.6% |
| 1 | 16 | 11.1% |
| 2 | 9 | 6.2% |
| 3 | 6 | 4.2% |
| 4 | 5 | 3.5% |
| 363 | 3 | 2.1% |
| 323 | 3 | 2.1% |
| 324 | 2 | 1.4% |
| 33 | 2 | 1.4% |
| 47 | 2 | 1.4% |
| Other values (61) | 71 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1 | 16 | |
| 2 | 9 | |
| 3 | 6 | 4.2% |
| 4 | 5 | 3.5% |
| 5 | 2 | 1.4% |
| 6 | 1 | 0.7% |
| 7 | 1 | 0.7% |
| 12 | 1 | 0.7% |
| 13 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 577 | 1 | |
| 478 | 1 | |
| 477 | 1 | |
| 459 | 1 | |
| 452 | 1 | |
| 447 | 1 | |
| 445 | 1 | |
| 418 | 1 | |
| 413 | 1 | |
| 406 | 1 |
VS
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 58 |
|---|---|
| Distinct (%) | 41.4% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.135714 |
| Minimum | 0 |
|---|---|
| Maximum | 225 |
| Zeros | 34 |
| Zeros (%) | 23.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 24 |
| Q3 | 138.25 |
| 95-th percentile | 162.15 |
| Maximum | 225 |
| Range | 225 |
| Interquartile range (IQR) | 137.25 |
Descriptive statistics
| Standard deviation | 70.098308 |
|---|---|
| Coefficient of variation (CV) | 1.0139233 |
| Kurtosis | -1.7101345 |
| Mean | 69.135714 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.20607541 |
| Sum | 9679 |
| Variance | 4913.7728 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 13 | 9.0% |
| 3 | 6 | 4.2% |
| 2 | 5 | 3.5% |
| 122 | 5 | 3.5% |
| 140 | 4 | 2.8% |
| 141 | 4 | 2.8% |
| 148 | 3 | 2.1% |
| 5 | 3 | 2.1% |
| 10 | 3 | 2.1% |
| Other values (48) | 60 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 13 | 9.0% |
| 2 | 5 | 3.5% |
| 3 | 6 | 4.2% |
| 4 | 2 | 1.4% |
| 5 | 3 | 2.1% |
| 7 | 1 | 0.7% |
| 10 | 3 | 2.1% |
| 13 | 1 | 0.7% |
| 19 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 225 | 1 | |
| 199 | 1 | |
| 184 | 1 | |
| 181 | 1 | |
| 175 | 1 | |
| 168 | 1 | |
| 165 | 1 | |
| 162 | 1 | |
| 159 | 1 | |
| 158 | 2 |
NE
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 55 |
|---|---|
| Distinct (%) | 39.3% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.742857 |
| Minimum | 0 |
|---|---|
| Maximum | 224 |
| Zeros | 43 |
| Zeros (%) | 29.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13.5 |
| Q3 | 127 |
| 95-th percentile | 152 |
| Maximum | 224 |
| Range | 224 |
| Interquartile range (IQR) | 127 |
Descriptive statistics
| Standard deviation | 65.641864 |
|---|---|
| Coefficient of variation (CV) | 1.0297917 |
| Kurtosis | -1.6694431 |
| Mean | 63.742857 |
| Median Absolute Deviation (MAD) | 13.5 |
| Skewness | 0.22360757 |
| Sum | 8924 |
| Variance | 4308.8543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 11 | 7.6% |
| 2 | 5 | 3.5% |
| 133 | 4 | 2.8% |
| 112 | 4 | 2.8% |
| 127 | 3 | 2.1% |
| 106 | 3 | 2.1% |
| 113 | 3 | 2.1% |
| 152 | 3 | 2.1% |
| 119 | 3 | 2.1% |
| Other values (45) | 58 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 11 | 7.6% |
| 2 | 5 | 3.5% |
| 3 | 3 | 2.1% |
| 5 | 2 | 1.4% |
| 6 | 1 | 0.7% |
| 8 | 2 | 1.4% |
| 10 | 2 | 1.4% |
| 11 | 1 | 0.7% |
| 16 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 224 | 1 | 0.7% |
| 178 | 1 | 0.7% |
| 175 | 1 | 0.7% |
| 156 | 2 | |
| 153 | 1 | 0.7% |
| 152 | 3 | |
| 150 | 1 | 0.7% |
| 148 | 2 | |
| 145 | 1 | 0.7% |
| 144 | 1 | 0.7% |
GE
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 63 |
|---|---|
| Distinct (%) | 45.0% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.75 |
| Minimum | 0 |
|---|---|
| Maximum | 313 |
| Zeros | 36 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 20 |
| Q3 | 194.25 |
| 95-th percentile | 241.1 |
| Maximum | 313 |
| Range | 313 |
| Interquartile range (IQR) | 194.25 |
Descriptive statistics
| Standard deviation | 102.66724 |
|---|---|
| Coefficient of variation (CV) | 1.0292456 |
| Kurtosis | -1.7721268 |
| Mean | 99.75 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.19252652 |
| Sum | 13965 |
| Variance | 10540.563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 1 | 15 | 10.4% |
| 2 | 7 | 4.9% |
| 190 | 4 | 2.8% |
| 180 | 4 | 2.8% |
| 209 | 3 | 2.1% |
| 184 | 3 | 2.1% |
| 202 | 3 | 2.1% |
| 214 | 2 | 1.4% |
| 186 | 2 | 1.4% |
| Other values (53) | 61 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 1 | 15 | |
| 2 | 7 | 4.9% |
| 3 | 1 | 0.7% |
| 4 | 1 | 0.7% |
| 5 | 1 | 0.7% |
| 7 | 1 | 0.7% |
| 8 | 2 | 1.4% |
| 9 | 2 | 1.4% |
| 10 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 313 | 1 | |
| 278 | 1 | |
| 270 | 1 | |
| 250 | 1 | |
| 247 | 1 | |
| 246 | 1 | |
| 243 | 1 | |
| 241 | 1 | |
| 239 | 1 | |
| 232 | 2 |
CH
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 111 |
|---|---|
| Distinct (%) | 79.3% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2069.9143 |
| Minimum | 0 |
|---|---|
| Maximum | 6235 |
| Zeros | 5 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.95 |
| Q1 | 11 |
| median | 484.5 |
| Q3 | 4079.5 |
| 95-th percentile | 4797.65 |
| Maximum | 6235 |
| Range | 6235 |
| Interquartile range (IQR) | 4068.5 |
Descriptive statistics
| Standard deviation | 2098.5643 |
|---|---|
| Coefficient of variation (CV) | 1.0138412 |
| Kurtosis | -1.831992 |
| Mean | 2069.9143 |
| Median Absolute Deviation (MAD) | 484.5 |
| Skewness | 0.15454347 |
| Sum | 289788 |
| Variance | 4403972.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 5 | 3.5% |
| 0 | 5 | 3.5% |
| 7 | 4 | 2.8% |
| 2 | 4 | 2.8% |
| 5 | 4 | 2.8% |
| 4 | 3 | 2.1% |
| 10 | 3 | 2.1% |
| 9 | 3 | 2.1% |
| 17 | 2 | 1.4% |
| 78 | 2 | 1.4% |
| Other values (101) | 105 | |
| (Missing) | 4 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 2 | 1.4% |
| 2 | 4 | |
| 3 | 5 | |
| 4 | 3 | |
| 5 | 4 | |
| 6 | 1 | 0.7% |
| 7 | 4 | |
| 9 | 3 | |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 6235 | 1 | |
| 5428 | 1 | |
| 5354 | 1 | |
| 5250 | 1 | |
| 5174 | 1 | |
| 5003 | 1 | |
| 4848 | 1 | |
| 4795 | 1 | |
| 4758 | 1 | |
| 4744 | 1 |
Interactions
Correlations
| AG | AI | AR | BE | BL | BS | CH | FR | GE | GL | GR | LU | Month | NE | NW | OW | Parameter | SG | SH | SO | SZ | TG | TI | UR | VD | VS | Year | ZG | ZH | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AG | 1.000 | 0.874 | 0.909 | 0.961 | 0.922 | 0.923 | 0.970 | 0.912 | 0.922 | 0.880 | 0.926 | 0.929 | 0.030 | 0.919 | 0.841 | 0.858 | 0.711 | 0.932 | 0.906 | 0.925 | 0.921 | 0.933 | 0.936 | 0.846 | 0.937 | 0.919 | -0.005 | 0.887 | 0.953 |
| AI | 0.874 | 1.000 | 0.888 | 0.877 | 0.871 | 0.876 | 0.876 | 0.867 | 0.868 | 0.845 | 0.867 | 0.871 | 0.000 | 0.880 | 0.850 | 0.848 | 0.670 | 0.875 | 0.851 | 0.868 | 0.869 | 0.867 | 0.870 | 0.860 | 0.863 | 0.861 | -0.042 | 0.868 | 0.878 |
| AR | 0.909 | 0.888 | 1.000 | 0.928 | 0.912 | 0.909 | 0.932 | 0.890 | 0.912 | 0.894 | 0.892 | 0.915 | 0.118 | 0.895 | 0.885 | 0.860 | 0.707 | 0.919 | 0.902 | 0.902 | 0.891 | 0.915 | 0.903 | 0.865 | 0.919 | 0.895 | -0.052 | 0.871 | 0.927 |
| BE | 0.961 | 0.877 | 0.928 | 1.000 | 0.936 | 0.929 | 0.987 | 0.919 | 0.936 | 0.892 | 0.940 | 0.935 | 0.207 | 0.928 | 0.860 | 0.859 | 0.694 | 0.954 | 0.903 | 0.935 | 0.921 | 0.939 | 0.946 | 0.852 | 0.953 | 0.926 | -0.019 | 0.889 | 0.954 |
| BL | 0.922 | 0.871 | 0.912 | 0.936 | 1.000 | 0.914 | 0.943 | 0.883 | 0.906 | 0.901 | 0.913 | 0.913 | 0.118 | 0.920 | 0.856 | 0.852 | 0.703 | 0.916 | 0.904 | 0.920 | 0.900 | 0.912 | 0.922 | 0.840 | 0.918 | 0.919 | -0.003 | 0.875 | 0.934 |
| BS | 0.923 | 0.876 | 0.909 | 0.929 | 0.914 | 1.000 | 0.947 | 0.882 | 0.913 | 0.876 | 0.907 | 0.915 | 0.145 | 0.906 | 0.858 | 0.857 | 0.693 | 0.917 | 0.900 | 0.914 | 0.888 | 0.917 | 0.931 | 0.866 | 0.919 | 0.899 | 0.013 | 0.885 | 0.945 |
| CH | 0.970 | 0.876 | 0.932 | 0.987 | 0.943 | 0.947 | 1.000 | 0.929 | 0.948 | 0.898 | 0.943 | 0.941 | 0.239 | 0.928 | 0.854 | 0.856 | 0.692 | 0.960 | 0.914 | 0.943 | 0.924 | 0.945 | 0.954 | 0.856 | 0.967 | 0.939 | -0.025 | 0.894 | 0.976 |
| FR | 0.912 | 0.867 | 0.890 | 0.919 | 0.883 | 0.882 | 0.929 | 1.000 | 0.917 | 0.886 | 0.897 | 0.902 | 0.143 | 0.882 | 0.851 | 0.850 | 0.724 | 0.917 | 0.877 | 0.920 | 0.905 | 0.900 | 0.903 | 0.863 | 0.911 | 0.888 | -0.072 | 0.868 | 0.915 |
| GE | 0.922 | 0.868 | 0.912 | 0.936 | 0.906 | 0.913 | 0.948 | 0.917 | 1.000 | 0.868 | 0.909 | 0.917 | 0.193 | 0.909 | 0.859 | 0.858 | 0.715 | 0.910 | 0.905 | 0.916 | 0.909 | 0.919 | 0.913 | 0.852 | 0.920 | 0.900 | -0.017 | 0.881 | 0.938 |
| GL | 0.880 | 0.845 | 0.894 | 0.892 | 0.901 | 0.876 | 0.898 | 0.886 | 0.868 | 1.000 | 0.880 | 0.893 | 0.000 | 0.858 | 0.856 | 0.836 | 0.707 | 0.899 | 0.885 | 0.893 | 0.882 | 0.893 | 0.884 | 0.870 | 0.905 | 0.895 | -0.092 | 0.869 | 0.883 |
| GR | 0.926 | 0.867 | 0.892 | 0.940 | 0.913 | 0.907 | 0.943 | 0.897 | 0.909 | 0.880 | 1.000 | 0.886 | 0.095 | 0.888 | 0.852 | 0.844 | 0.692 | 0.919 | 0.875 | 0.914 | 0.915 | 0.906 | 0.910 | 0.867 | 0.929 | 0.894 | -0.035 | 0.898 | 0.931 |
| LU | 0.929 | 0.871 | 0.915 | 0.935 | 0.913 | 0.915 | 0.941 | 0.902 | 0.917 | 0.893 | 0.886 | 1.000 | 0.085 | 0.890 | 0.857 | 0.861 | 0.708 | 0.933 | 0.894 | 0.905 | 0.918 | 0.928 | 0.916 | 0.841 | 0.915 | 0.920 | -0.053 | 0.883 | 0.924 |
| Month | 0.030 | 0.000 | 0.118 | 0.207 | 0.118 | 0.145 | 0.239 | 0.143 | 0.193 | 0.000 | 0.095 | 0.085 | 1.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.279 | 0.000 | 0.103 | 0.077 | 0.186 | 0.131 | 0.000 | 0.155 | 0.057 | 0.000 | 0.143 | 0.114 |
| NE | 0.919 | 0.880 | 0.895 | 0.928 | 0.920 | 0.906 | 0.928 | 0.882 | 0.909 | 0.858 | 0.888 | 0.890 | 0.034 | 1.000 | 0.851 | 0.858 | 0.687 | 0.907 | 0.874 | 0.896 | 0.906 | 0.888 | 0.920 | 0.850 | 0.904 | 0.889 | -0.015 | 0.879 | 0.902 |
| NW | 0.841 | 0.850 | 0.885 | 0.860 | 0.856 | 0.858 | 0.854 | 0.851 | 0.859 | 0.856 | 0.852 | 0.857 | 0.000 | 0.851 | 1.000 | 0.895 | 0.713 | 0.860 | 0.856 | 0.866 | 0.842 | 0.854 | 0.851 | 0.844 | 0.843 | 0.865 | -0.045 | 0.865 | 0.845 |
| OW | 0.858 | 0.848 | 0.860 | 0.859 | 0.852 | 0.857 | 0.856 | 0.850 | 0.858 | 0.836 | 0.844 | 0.861 | 0.000 | 0.858 | 0.895 | 1.000 | 0.707 | 0.861 | 0.850 | 0.870 | 0.842 | 0.851 | 0.854 | 0.856 | 0.856 | 0.850 | -0.001 | 0.850 | 0.859 |
| Parameter | 0.711 | 0.670 | 0.707 | 0.694 | 0.703 | 0.693 | 0.692 | 0.724 | 0.715 | 0.707 | 0.692 | 0.708 | 0.000 | 0.687 | 0.713 | 0.707 | 1.000 | 0.701 | 0.725 | 0.693 | 0.700 | 0.689 | 0.696 | 0.692 | 0.692 | 0.710 | 0.467 | 0.721 | 0.708 |
| SG | 0.932 | 0.875 | 0.919 | 0.954 | 0.916 | 0.917 | 0.960 | 0.917 | 0.910 | 0.899 | 0.919 | 0.933 | 0.279 | 0.907 | 0.860 | 0.861 | 0.701 | 1.000 | 0.905 | 0.922 | 0.903 | 0.926 | 0.918 | 0.868 | 0.936 | 0.914 | -0.033 | 0.889 | 0.939 |
| SH | 0.906 | 0.851 | 0.902 | 0.903 | 0.904 | 0.900 | 0.914 | 0.877 | 0.905 | 0.885 | 0.875 | 0.894 | 0.000 | 0.874 | 0.856 | 0.850 | 0.725 | 0.905 | 1.000 | 0.919 | 0.884 | 0.911 | 0.891 | 0.849 | 0.909 | 0.886 | -0.011 | 0.886 | 0.909 |
| SO | 0.925 | 0.868 | 0.902 | 0.935 | 0.920 | 0.914 | 0.943 | 0.920 | 0.916 | 0.893 | 0.914 | 0.905 | 0.103 | 0.896 | 0.866 | 0.870 | 0.693 | 0.922 | 0.919 | 1.000 | 0.907 | 0.942 | 0.919 | 0.872 | 0.929 | 0.913 | 0.013 | 0.887 | 0.932 |
| SZ | 0.921 | 0.869 | 0.891 | 0.921 | 0.900 | 0.888 | 0.924 | 0.905 | 0.909 | 0.882 | 0.915 | 0.918 | 0.077 | 0.906 | 0.842 | 0.842 | 0.700 | 0.903 | 0.884 | 0.907 | 1.000 | 0.912 | 0.902 | 0.848 | 0.906 | 0.901 | -0.070 | 0.880 | 0.914 |
| TG | 0.933 | 0.867 | 0.915 | 0.939 | 0.912 | 0.917 | 0.945 | 0.900 | 0.919 | 0.893 | 0.906 | 0.928 | 0.186 | 0.888 | 0.854 | 0.851 | 0.689 | 0.926 | 0.911 | 0.942 | 0.912 | 1.000 | 0.914 | 0.861 | 0.936 | 0.916 | 0.013 | 0.879 | 0.927 |
| TI | 0.936 | 0.870 | 0.903 | 0.946 | 0.922 | 0.931 | 0.954 | 0.903 | 0.913 | 0.884 | 0.910 | 0.916 | 0.131 | 0.920 | 0.851 | 0.854 | 0.696 | 0.918 | 0.891 | 0.919 | 0.902 | 0.914 | 1.000 | 0.853 | 0.936 | 0.925 | 0.012 | 0.878 | 0.936 |
| UR | 0.846 | 0.860 | 0.865 | 0.852 | 0.840 | 0.866 | 0.856 | 0.863 | 0.852 | 0.870 | 0.867 | 0.841 | 0.000 | 0.850 | 0.844 | 0.856 | 0.692 | 0.868 | 0.849 | 0.872 | 0.848 | 0.861 | 0.853 | 1.000 | 0.855 | 0.836 | -0.055 | 0.878 | 0.859 |
| VD | 0.937 | 0.863 | 0.919 | 0.953 | 0.918 | 0.919 | 0.967 | 0.911 | 0.920 | 0.905 | 0.929 | 0.915 | 0.155 | 0.904 | 0.843 | 0.856 | 0.692 | 0.936 | 0.909 | 0.929 | 0.906 | 0.936 | 0.936 | 0.855 | 1.000 | 0.925 | -0.040 | 0.873 | 0.931 |
| VS | 0.919 | 0.861 | 0.895 | 0.926 | 0.919 | 0.899 | 0.939 | 0.888 | 0.900 | 0.895 | 0.894 | 0.920 | 0.057 | 0.889 | 0.865 | 0.850 | 0.710 | 0.914 | 0.886 | 0.913 | 0.901 | 0.916 | 0.925 | 0.836 | 0.925 | 1.000 | -0.057 | 0.864 | 0.919 |
| Year | -0.005 | -0.042 | -0.052 | -0.019 | -0.003 | 0.013 | -0.025 | -0.072 | -0.017 | -0.092 | -0.035 | -0.053 | 0.000 | -0.015 | -0.045 | -0.001 | 0.467 | -0.033 | -0.011 | 0.013 | -0.070 | 0.013 | 0.012 | -0.055 | -0.040 | -0.057 | 1.000 | -0.029 | 0.005 |
| ZG | 0.887 | 0.868 | 0.871 | 0.889 | 0.875 | 0.885 | 0.894 | 0.868 | 0.881 | 0.869 | 0.898 | 0.883 | 0.143 | 0.879 | 0.865 | 0.850 | 0.721 | 0.889 | 0.886 | 0.887 | 0.880 | 0.879 | 0.878 | 0.878 | 0.873 | 0.864 | -0.029 | 1.000 | 0.899 |
| ZH | 0.953 | 0.878 | 0.927 | 0.954 | 0.934 | 0.945 | 0.976 | 0.915 | 0.938 | 0.883 | 0.931 | 0.924 | 0.114 | 0.902 | 0.845 | 0.859 | 0.708 | 0.939 | 0.909 | 0.932 | 0.914 | 0.927 | 0.936 | 0.859 | 0.931 | 0.919 | 0.005 | 0.899 | 1.000 |
Missing values
Sample
| Month | Year | Parameter | ZH | BE | LU | UR | SZ | OW | NW | GL | ZG | FR | SO | BS | BL | SH | AR | AI | SG | GR | AG | TG | TI | VD | VS | NE | GE | CH | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | January | 1953 | Deaths Influenza | 9.0 | 3.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 2.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 5.0 | 0.0 | 4.0 | 1.0 | 7.0 | 3.0 | 2.0 | 42.0 |
| 1 | February | 1953 | Deaths Influenza | 90.0 | 71.0 | 9.0 | 1.0 | 5.0 | 0.0 | 1.0 | 4.0 | 7.0 | 4.0 | 10.0 | 9.0 | 4.0 | 11.0 | 3.0 | 1.0 | 21.0 | 16.0 | 40.0 | 6.0 | 42.0 | 47.0 | 41.0 | 11.0 | 21.0 | 475.0 |
| 2 | March | 1953 | Deaths Influenza | 47.0 | 87.0 | 26.0 | 3.0 | 4.0 | 3.0 | 2.0 | 6.0 | 7.0 | 14.0 | 12.0 | 2.0 | 9.0 | 8.0 | 4.0 | 2.0 | 36.0 | 20.0 | 36.0 | 28.0 | 14.0 | 33.0 | 28.0 | 6.0 | 9.0 | 446.0 |
| 3 | April | 1953 | Deaths Influenza | 7.0 | 18.0 | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 2.0 | 0.0 | 0.0 | 2.0 | 2.0 | 5.0 | 1.0 | 1.0 | 0.0 | 6.0 | 1.0 | 3.0 | 3.0 | 1.0 | 4.0 | 10.0 | 1.0 | 5.0 | 78.0 |
| 4 | May | 1953 | Deaths Influenza | 0.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 1.0 | 0.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 17.0 |
| 5 | June | 1953 | Deaths Influenza | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 10.0 |
| 6 | July | 1953 | Deaths Influenza | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 |
| 7 | August | 1953 | Deaths Influenza | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 2.0 |
| 8 | September | 1953 | Deaths Influenza | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 9 | October | 1953 | Deaths Influenza | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 5.0 |
| Month | Year | Parameter | ZH | BE | LU | UR | SZ | OW | NW | GL | ZG | FR | SO | BS | BL | SH | AR | AI | SG | GR | AG | TG | TI | VD | VS | NE | GE | CH | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 134 | March | 1958 | Total deaths | 772.0 | 817.0 | 164.0 | 22.0 | 73.0 | 22.0 | 20.0 | 35.0 | 44.0 | 139.0 | 165.0 | 213.0 | 95.0 | 71.0 | 66.0 | 14.0 | 292.0 | 131.0 | 269.0 | 128.0 | 182.0 | 396.0 | 129.0 | 156.0 | 246.0 | 4661.0 |
| 135 | April | 1958 | Total deaths | 630.0 | 724.0 | 163.0 | 20.0 | 58.0 | 16.0 | 14.0 | 31.0 | 46.0 | 121.0 | 144.0 | 171.0 | 127.0 | 62.0 | 45.0 | 12.0 | 280.0 | 138.0 | 259.0 | 147.0 | 163.0 | 363.0 | 124.0 | 139.0 | 190.0 | 4187.0 |
| 136 | May | 1958 | Total deaths | 671.0 | 685.0 | 163.0 | 29.0 | 50.0 | 24.0 | 24.0 | 30.0 | 32.0 | 107.0 | 133.0 | 172.0 | 99.0 | 51.0 | 71.0 | 11.0 | 284.0 | 111.0 | 214.0 | 129.0 | 155.0 | 338.0 | 140.0 | 132.0 | 212.0 | 4067.0 |
| 137 | June | 1958 | Total deaths | 622.0 | 656.0 | 179.0 | 20.0 | 56.0 | 13.0 | 14.0 | 28.0 | 27.0 | 134.0 | 142.0 | 168.0 | 67.0 | 47.0 | 39.0 | 15.0 | 252.0 | 104.0 | 211.0 | 135.0 | 164.0 | 296.0 | 136.0 | 104.0 | 183.0 | 3812.0 |
| 138 | July | 1958 | Total deaths | 657.0 | 654.0 | 150.0 | 25.0 | 45.0 | 25.0 | 13.0 | 38.0 | 33.0 | 127.0 | 125.0 | 166.0 | 78.0 | 53.0 | 45.0 | 11.0 | 264.0 | 122.0 | 227.0 | 119.0 | 138.0 | 330.0 | 123.0 | 106.0 | 179.0 | 3853.0 |
| 139 | August | 1958 | Total deaths | 583.0 | 594.0 | 154.0 | 21.0 | 53.0 | 13.0 | 13.0 | 31.0 | 35.0 | 112.0 | 128.0 | 149.0 | 89.0 | 50.0 | 39.0 | 10.0 | 229.0 | 82.0 | 213.0 | 110.0 | 135.0 | 270.0 | 137.0 | 111.0 | 138.0 | 3499.0 |
| 140 | September | 1958 | Total deaths | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 141 | October | 1958 | Total deaths | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 142 | November | 1958 | Total deaths | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 143 | December | 1958 | Total deaths | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |